{"id":"W2117342011","doi":"10.1128/jcm.01390-12","title":"New Proteins for a New Perspective on Syphilis Diagnosis","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; University of Victoria","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Syphilis; Syphilis Serodiagnosis; Perspective (graphical); Treponematosis; Virology; Medicine; Computational biology; Biology; Immunology; Sexually transmitted disease; Human immunodeficiency virus (HIV); Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007834996,0.0001758296,0.0009427687,0.0001163072,0.00003690345,0.000008177091,0.0001196204,0.0002756763,0.0005926468],"category_scores_gemma":[0.003169775,0.0001119365,0.0008183133,0.00008344941,0.00006986674,0.00007133824,0.00002741966,0.0003905032,0.0001007426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652576,"about_ca_system_score_gemma":0.0004589547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006430721,"about_ca_topic_score_gemma":0.00001634333,"domain_scores_codex":[0.9982408,0.0001197643,0.001031226,0.000196171,0.00006761888,0.0003444257],"domain_scores_gemma":[0.9964055,0.001895599,0.0006058782,0.0002037468,0.0002781088,0.0006112023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00438958,0.006313582,0.4875842,0.00003078222,0.001921947,0.00004383991,0.0006454155,0.000001829371,0.00262285,0.004868335,0.4191869,0.07239082],"study_design_scores_gemma":[0.01973433,0.02517896,0.2737372,0.0005235301,0.001332387,0.001097567,0.0002609643,7.605947e-7,0.01183602,0.002560105,0.6634422,0.0002959826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147563,0.007670664,0.00113257,0.07073414,0.003064995,0.001608761,0.00004290521,0.00002514011,0.0009644961],"genre_scores_gemma":[0.9683784,0.000899584,0.01677361,0.004810518,0.008220587,0.00003250076,0.000008659525,0.00003239902,0.0008437981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442553,"threshold_uncertainty_score":0.6489067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065470682649081,"score_gpt":0.4400454294587947,"score_spread":0.3334983611938866,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}